About FAIR² Data Management – Powered by Senscience

FAIR² Data Management, powered by Senscience, provides a rigorous framework to ensure that research data is curated, certified, and preserved for long-term reuse. It integrates curation, compliance, peer review, certification, and persistent identifiers into a unified workflow that strengthens open science practices.

At its core is Clara, an AI Data Steward that assists researchers by automating metadata creation, validation, and compliance checks. This reduces the technical burden of data sharing while maintaining researcher oversight and accountability.

All datasets are assigned a DataCite DOI, ensuring persistent identification, interoperability, and global discoverability. Where appropriate, datasets are linked to peer-reviewed Data Articles, embedding recognition for data producers into the scholarly record.

FAIR² (fair2.ai) extends the FAIR principles, ensuring data is not only Findable, Accessible, Interoperable, and Reusable, but also AI-Ready, Responsible, and Reliable. Guided by open standards and ethical stewardship, its goal is simple: to accelerate discovery by making research data more trusted, reusable, and citable.

📧 Contact: info@senscience.ai | 🌍 senscience.ai